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Deyu Meng

Xi'an Jiaotong University (XJTU)

SCHOLARLY PAPERS

8

DOWNLOADS

635

TOTAL CITATIONS

0

Scholarly Papers (8)

1.

Em-Net: An Interpretable Network For Lesion Segmentation on Fundus Image

Number of pages: 30 Posted: 22 Jan 2024
Xi'an Jiaotong University (XJTU), Zhejiang Laboratory, Xi'an Jiaotong University (XJTU), Xi'an Jiaotong University (XJTU), Xi'an Jiaotong University (XJTU) and Xi'an Jiaotong University (XJTU)
Downloads 143 (514,995)

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multi-class segmentation, prior knowledge of retinal fundus images, expectation-maximization algorithm, interpretable network, deep learning

2.

Multivariate Neural Directional Total Variation

Number of pages: 25 Posted: 30 May 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 139 (572,948)

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Directional total variation, Multi-dimensional signal processing, Neural network, Continuous representation

3.

Degradation-Guided Cross-Consistent Deep Unfolding Network for Video Restoration Under Diverse Weathers

Number of pages: 18 Posted: 27 Jan 2025
Harbin Engineering University, China University of Petroleum (East China), affiliation not provided to SSRN, China University of Petroleum (East China), Harbin Institute of Technology and Xi'an Jiaotong University (XJTU)
Downloads 104 (674,591)

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Video restoration, Diverse adverse weathers, Degradation-adaptive model, Deep unfolding network

4.

A Unified Sentinel-2 Imagery Thick Cloud Removal and Rescaling Framework from a Continuous Perspective

Number of pages: 16 Posted: 19 Mar 2025
affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, affiliation not provided to SSRN, Southwest Jiaotong University and Xi'an Jiaotong University (XJTU)
Downloads 80 (816,709)

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Sentinel-2 imagery recovery, Cloud removal, Unmixing, Implicit neural representation, Linear mixture model.

5.

CoRe: Learning Compact Representation with Prior-Guided Initialization

Number of pages: 31 Posted: 08 Sep 2025
Henan University, Henan University, The University of Sydney, affiliation not provided to SSRN, Xi'an Jiaotong University (XJTU), Henan University and Southern University of Science and Technology
Downloads 66 (907,769)

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Convolutional sparse coding, residual architectures, unfolding module, initialization, compact representation

6.

Graph Polynomial Filter with High/Low-Pass Prior

Number of pages: 26 Posted: 27 Nov 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Central South University of Forestry and Technology, Xi'an Jiaotong University (XJTU) and affiliation not provided to SSRN
Downloads 60 (961,006)

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Polynomial filter, Homophily and Heterophily graphs, Graph Neural Network, Node Classification

7.

Separating Anything from Image in Context

Number of pages: 32 Posted: 10 Jan 2026
affiliation not provided to SSRN, China University of Petroleum (East China), affiliation not provided to SSRN, Harbin Engineering University, Xi'an Jiaotong University (XJTU) and Harbin Institute of Technology
Downloads 37 (1,249,711)

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Image decomposition, Image processing, low-level vision

Joint Tensor and Inter-View Low-Rank Recovery for Incomplete Multiview Clustering

Number of pages: 32 Posted: 30 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnical University, University of Toulouse, Northwestern Polytechnic University (NPU) and Xi'an Jiaotong University (XJTU)
Downloads 6 (1,635,165)

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